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Artificial intelligence methods and tools for systems biology

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Artificial intelligence methods and tools for systems biology
Original Title Artificial intelligence methods and tools for systems biology
Author Dubitzky, Werner, 1958-, Azuaje, Francisco
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Topics Artificial intelligence, Biology, Systems biology, Biological systems, Artificial Intelligence, Computational Biology, Intelligence artificielle, Biologie, Systèmes biologiques
Publisher Dordrecht , Norwell, MA : Springer
Collection folkscanomy_miscellaneous, folkscanomy, additional_collections
Language English
Book Type EBook
Material Type Book
File Type PDF
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Artificial Intelligence Methods And Tools For Systems BiologyAuthor: Werner Dubitzky, Francisco Azuaje Published by Springer Netherlands ISBN: 978-1-4020-2859-5 DOI: 10.1007/978-1-4020-5811-0Table of Contents:Lazy Learning for Predictive Toxicology based on a Chemical Ontology
QSAR Modeling of Mutagenicity on Non-Congeneric Sets of Organic Compounds
Characterizing Gene Expression Time Series using a Hidden Markov Model
Analysis of Large-Scale mRNA Expression Data Sets by Genetic Algorithms
A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data
Cooperative Metaheuristics for Exploring Proteomic Data
Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches
Ontologies in Bioinformatics and Systems Biology
Natural Language Processing and Systems Biology
Systems Level Modeling of Gene Regulatory Networks
Computational Neuroscience for Cognitive Brain FunctionsIncludes bibliographical references and index
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